Class  Description 

DecisionStump 
Class for building and using a decision stump.

HoeffdingTree 
A Hoeffding tree (VFDT) is an incremental, anytime
decision tree induction algorithm that is capable of learning from massive
data streams, assuming that the distribution generating examples does not
change over time.

J48 
Class for generating a pruned or unpruned C4.5
decision tree.

LMT 
Classifier for building 'logistic model trees',
which are classification trees with logistic regression functions at the
leaves.

M5P 
M5Base.

RandomForest 
Class for constructing a forest of random trees.
For more information see: Leo Breiman (2001). 
RandomTree 
Class for constructing a tree that considers K
randomly chosen attributes at each node.

REPTree 
Fast decision tree learner.
